"The secret is in the soil, you know," Mr. Chen declared, holding up a handful of dirt for inspection. The gritty particles fell through his fingers, and made Mark's stomach churn. He’d barely finished mowing the lawn and now this.

Mark’s stomach twisted with rising agitation. He had a packed schedule. He glanced at his phone, his thumb hovering over the dial icon, mentally composing the urgent phone call he'd delayed.

He cleared his throat. “Right, the soil… fascinating. So, about the area?” His words felt brittle. He pushed the hair out of his face with a frustrated gesture.

Emotion: impatient

Cluster: Anger / Hostility
PC1 (Valence): -0.33 Negative
PC2 (Disposition): 1.07

Role in Research

This story is one of 1,000 stories generated for the emotion impatient. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 impatient stories, after denoising with neutral dialogue baselines, produces the impatient emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the impatient vector is projected through the unembedding matrix.

Promoted:
de0.527
impatiently0.434
impatient0.413
S0.396
impatience0.351
Suppressed:
-0.298
s-0.298
newfound-0.272
께서-0.265
заслу-0.264